Ya the idea is not anything new, but must be apparently quit difficult or not a priority as I have yet to find it already implemented anywhere... Far be it from me to not make some attempt here anyway...
I am creating a fully automated framework from which a distributed infrastructure can be maintained. I have been writing automation scripts/code for some time now and the logical progression is to embark on a full concept of systems health auto remediation. I have numerous "monitoring" solutions under my control however none that properly (in my opinion) implements any real learning algorithms from which to draw even a minimalists view of automation. I like mySQL therefor began thinking about creating the aspects (lobes) of the "brain" as a relational database(s). So this is only one facet of what I am trying to do, however leveraging a full command set of shell utilities/commands/programs seemed to be a good starting point before I get into the "hard" stuff ! -Garot garotconk...@yahoo.com ________________________________ From: "webmas...@lisol.co.uk" <webmas...@lisol.co.uk> To: 'Martin Gainty' <mgai...@hotmail.com>; garotconk...@yahoo.com; mysql@lists.mysql.com Sent: Monday, August 20, 2012 3:55 PM Subject: RE: Machine Learning Hi Garot, You'll have to elaborate some more ... I understand you may want to protect the idea as well, so if you can narrow it down to some technical specifics then it'll help. What is the objective of this system, for instance ? Thanks, Justin From: Martin Gainty [mailto:mgai...@hotmail.com] Sent: 20 August 2012 19:23 To: garotconk...@yahoo.com; webmas...@lisol.co.uk; mysql@lists.mysql.com Subject: RE: Machine Learning From: garotconk...@yahoo.com Subject: Re: Machine Learning To: webmas...@lisol.co.uk; mgai...@hotmail.com; mysql@lists.mysql.com My initial thought was to propagate the db with everything and allow the algorithm to then begin to determin trends/patterns MG>which trends or patterns will you be modelling? and begin either an indexing methodology MG>which indexes are you considering: Unique index, primary index or foreign index? additional table/db creation process or both to further optimize the calls being made MG>optimize based on execution time or diskspace allocated, EliminatingFTS or some other criteria? MG>https://dev.mysql.com/doc/refman/5.5/en/optimization.html and build in some internal levels of redundancy. MG>what about replication MG>http://dev.mysql.com/doc/refman/5.5/en/replication.html I am actually approaching this with some degree of biological conception in the multipathing within our own brains however until I have something up and running under some substantial load however I may not get a complete picture. Thanks, Garot Interesting Martin _____ From: webmas...@lisol.co.uk <webmas...@lisol.co.uk>; To: 'Garot Conklin' <garotconk...@yahoo.com>; 'Martin Gainty' <mgai...@hotmail.com>; <mysql@lists.mysql.com>; Subject: RE: Machine Learning Sent: Mon, Aug 20, 2012 7:13:25 AM Hi Garot, This sounds an interesting idea. Are you looking to store all known commands and their options or are you looking for a 'formula' for calling any unix command ? The reason for my question is that, at the end of the day, a unix command is just a program that is run in the operating system. Each program comes with its own options and acceptable inputs. I don't know if there is a rule or convention for structuring these commands. Are you then looking to build a system that 'knows' all commands and 'how to' call them ? Thanks, Justin -----Original Message----- From: Garot Conklin [mailto:garotconk...@yahoo.com] Sent: 20 August 2012 03:39 To: Martin Gainty; mysql@lists.mysql.com Subject: Re: Machine Learning The initial goal is to provide a working framework from which to call all UNIX shell command combinations as the underlying storage mechanism for a machine learning algorithm. I would like to build a completely self aware instantiation that will maintain itself on all levels... I postulate that the first place to start would be in determining a method for maintaining all possible remediation combinations including the unknown to eventually be learned from and populate new knowledge into the database. Thank you for the reply, Garot
